Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003450

The MH-36 locality cells most similar to this Chandrapur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.286

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005421

distance 0.286 · cross-district

#2 · Chandrapurcell 4730004053

distance 0.292

#3 · Chandrapurcell 4730003027

distance 0.297

#4 · Chandrapurcell 4730003171

distance 0.299

#5 · Jalgaoncell 4780006536

distance 0.314 · cross-district

#6 · Nandedcell 4850005146

distance 0.318 · cross-district

#7 · Chandrapurcell 4730003100

distance 0.338

#8 · Chandrapurcell 4730003534

distance 0.343

#9 · Chandrapurcell 4730002750

distance 0.35

#10 · Chandrapurcell 4730003455

distance 0.355

#11 · Nandedcell 4850005625

distance 0.357 · cross-district

#12 · Jalgaoncell 4780006374

distance 0.36 · cross-district

#13 · Chandrapurcell 4730002886

distance 0.364

#14 · Chandrapurcell 4730003170

distance 0.365

#15 · Jalgaoncell 4780006534

distance 0.366 · cross-district

#16 · Jalgaoncell 4780006691

distance 0.369 · cross-district

#17 · Nandedcell 4850005210

distance 0.37 · cross-district

#18 · Nandedcell 4850005285

distance 0.374 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":473,"cluster_id":4730003450}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.